VinayReddy115's repositories
Advanced-Database-Management-Course
This course covered advanced database design, development and administration. Covered the following topics: • Application of ERDs to complex database design decisions. • Knowledge of, and implementation of, the 7 normal forms to table designs. • Use of complex operators such as Apply, Intersect, Except, Over, Partition BY, CTE, Nested Queries, Temp Tables. 2 • Knowledge and use of: UDF, Parameterized SQL, SQL Injection, SQL Agent Jobs, Optimization, DM_Exec, Query Performance, Execution plans, Hints. • Creating an Azure SQL database with logins, users and roles. • Creating schemas and permissions. • Concurrency c
Healthcare-Quality-and-Expenses-Analysis
Built panel regression model analyzing the variables effecting Healthcare-Expenses and Quality of 26 OECD countries from 2010-16.
Analytical-Methods-for-Business
In this coursework, i have worked fundamental statistics as well as statistical programming in R. Learnt the basic concepts, measures of central tendency and dispersion, and probability distributions. Also concentrated on confidence intervals, hypothesis tests, regression, correlation, logistic regression, analysis of variance, and fundamentals of mathematical optimization.
ds_salary_proj
repo for predicting the Data Scientist salary in USA from Glassdoor jobs
Statistical-Data-Mining-Coursework
Analysis of Life Expectancy and health Expenses
Survival-Analysis-of-Lung-Cancer-Patients
Performed survival analysis Veteran's Administration Lung Cancer Trial, where 137 patients with advanced, inoperable lung cancer were treated with chemotherapy (standard treatment) vs chemotherapy combined with a new drug (test treatment).
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
Data-Mining-Coursework
Sentiment Analysis on Drug review
nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.